| number | industry |
|---|---|
| 1 | Agriculture |
| 2 | Animal Farming |
| 3 | Forestry, logging and related service activities (02) |
| 4 | Fishing, operating of fish hatcheries and fish farms; service activities incidental to fishing (05) |
| 5 | Extraction of Fossil-Fuels |
| 6 | Mining & Quarrying of raw materials |
| 7 | Processing of meat |
| 8 | Processing of other food&beverage |
| 9 | Manufacture of tobacco products (16) |
| 10 | Manufacture of textiles |
| 11 | Manufacture of wood and of products of wood and cork, except furniture; manufacture of articles of straw and plaiting materials (20) |
| 12 | Re-processing of secondary wood material into new wood material |
| 13 | Pulp |
| 14 | Re-processing of secondary paper into new pulp |
| 15 | Paper |
| 16 | Processing of Fossil Fuels |
| 17 | Plastics, basic |
| 18 | Re-processing of secondary plastic into new plastic |
| 19 | Manufacture of Chemicals |
| 20 | Manufacture of rubber and plastic products (25) |
| 21 | Manufacture of glass and glass products |
| 22 | Re-processing of secondary glass into new glass |
| 23 | Manufacture of other non-metallic mineral products |
| 24 | Manufacture of cement, lime and plaster |
| 25 | Re-processing of ash into clinker |
| 26 | Manufacture of Metals |
| 27 | Re-processing of Metals |
| 28 | Manufacture of durable goods |
| 29 | Manufacture of furniture; manufacturing n.e.c. (36) |
| 30 | Recycling |
| 31 | Production of electricity by fossil fuels |
| 32 | Production of electricity by renewable energy |
| 33 | Transmission & Distribution |
| 34 | Manufacture of gas; distribution of gaseous fuels through mains |
| 35 | Water |
| 36 | Construction (45) |
| 37 | Re-processing of secondary construction material into aggregates |
| 38 | Sale, maintenance, repair of motor vehicles, motor vehicles parts, motorcycles, motor cycles parts and accessoiries |
| 39 | Retail sale of automotive fuel |
| 40 | Retail & Wholesale trade |
| 41 | Leisure Services |
| 42 | Transport |
| 43 | KIBS |
| 44 | Real estate activities (70) |
| 45 | Renting of machinery and equipment without operator and of personal and household goods (71) |
| 46 | Research and development (73) |
| 47 | Public administration and defence; compulsory social security (75) |
| 48 | Education (80) |
| 49 | Health and social work (85) |
| 50 | Incineration of Waste |
| 51 | Biogas & Composting |
| 52 | Waste water |
| 53 | Landfill of Waste |
| 54 | Other Services |
Effective climate action can only be global in scope
Insights from a Core-Periphery SOCIO-ECO-MRIO-SFC Model
Initialization
The initial values and variables are loaded from the file stored in variable identif in a different structure as before.
Table of Industries
MRIO \(A\) Matrix Visualization
Importantly, the column names of the \(A\) matrix contained in identif determine the country and industry labels in the whole model, following the grammar country_label.industry_label:
Attaching package: 'igraph'
The following objects are masked from 'package:dplyr':
as_data_frame, groups, union
The following objects are masked from 'package:stats':
decompose, spectrum
The following object is masked from 'package:base':
union
Warning: `get.edgelist()` was deprecated in igraph 2.0.0.
ℹ Please use `as_edgelist()` instead.
Calibration
Target values are loaded in format long (target.set) and wide (target.table.0). Units are divided by 10,000 for convenience.
$table
Z1_c Z2_c Z1_id Z2_id Z1_g Z2_g
value 626.317880 2370.705952 196.6150852 908.672096 239.459251 675.3283891
target 639.442534 2490.186243 193.4427224 926.058386 240.000000 675.0000000
ratio 1.020955 1.050399 0.9838651 1.019134 1.002258 0.9995137
Z1_rex Z2_rex Z1_imp Z2_imp Z1_M_TOT_int Z2_M_TOT_int
value 102.775931 66.3570804 66.3570804 102.775931 123.151817 105.854567
target 103.050978 60.7293075 60.7293075 103.050978 125.474198 108.929424
ratio 1.002676 0.9151896 0.9151896 1.002676 1.018858 1.029048
Z1_fd Z2_fd Z1_va Z2_va Z1_go Z2_go
value 1098.811066 3918.287587 1081.513816 3935.584836 2153.602494 8424.517003
target 1165.206927 4278.922959 1237.843213 4580.169886 2188.158529 8687.182370
ratio 1.060425 1.092039 1.144547 1.163784 1.016046 1.031179
Z1_gdef Z2_gdef Z1_debt_gdp Z2_debt_gdp Z1_b_s Z2_b_s
value 0.25000000 0.2500000 0.800000 0.600000 1373.000000 5040.000000
target -0.02477849 -0.1872231 1.109977 1.101777 1373.977228 5046.325726
ratio -0.09911398 -0.7488925 1.387471 1.836295 1.000712 1.001255
$total.fit
[1] 0.2165201
$fitness
[1] 0.2165201
Shock Example 7: Product Lifetime Extension
Run Shock
This is a simple visualization of shock 7. Please note the new grammar to change initial values.
Visualize Shocked Variables
Visualize Impacts
Visualize Selected Variables Without Function
Summary Table
| Name | Variable | Immediate.Z1 | Short.Term.Z1 | Long.Term.Z1 | Immediate.Z2 | Short.Term.Z2 | Long.Term.Z2 |
|---|---|---|---|---|---|---|---|
| Economic | n | 2.33 | -0.13 | -2.54 | 0.31 | -0.11 | -0.97 |
| Economic | c | 2.58 | 0.75 | 2.53 | 0.26 | -0.54 | -1.79 |
| Economic | ineq | -23.95 | -43.96 | -67.67 | -2.22 | 0.04 | 1.88 |
| Economic | va | 2.89 | 1.76 | 0.25 | 0.41 | 0.26 | -0.38 |
| Economic | cab | -22.05 | 110.12 | 289.21 | -22.05 | 110.12 | 289.21 |
| Economic | nf | 2.33 | -0.13 | -2.54 | 0.31 | -0.11 | -0.97 |
| Economic | gdef | -847.14 | 2455.47 | -90835.87 | -2295.90 | -10329.11 | -13117.29 |
| Economic | tb | 17.89 | 79.82 | 123.17 | 17.89 | 79.82 | 123.17 |
| Economic | go | 1.98 | -0.83 | -3.34 | 0.29 | -0.07 | -0.90 |
| Macroeconomic | c | 2.58 | 0.75 | 2.53 | 0.26 | -0.54 | -1.79 |
| Macroeconomic | rva | 1.84 | 1.34 | 0.14 | 0.35 | 0.23 | -0.39 |
| Macroeconomic | go | 1.98 | -0.83 | -3.34 | 0.29 | -0.07 | -0.90 |
| Macroeconomic | id | 0.84 | -5.85 | -17.87 | 0.09 | -0.09 | -1.01 |
| External | cab | -22.05 | 110.12 | 289.21 | -22.05 | 110.12 | 289.21 |
| External | gdef | -847.14 | 2455.47 | -90835.87 | -2295.90 | -10329.11 | -13117.29 |
| External | tb | 17.89 | 79.82 | 123.17 | 17.89 | 79.82 | 123.17 |
| Social | n | 2.33 | -0.13 | -2.54 | 0.31 | -0.11 | -0.97 |
| Social | nf | 2.33 | -0.13 | -2.54 | 0.31 | -0.11 | -0.97 |
| Social | shp | 6.94 | 13.54 | 22.50 | 0.61 | -0.01 | -0.51 |
| Social | shw | -3.98 | -7.76 | -12.89 | -0.35 | 0.01 | 0.29 |
| Prices | pa | 1.53 | 4.35 | 6.33 | 0.18 | 0.56 | 0.84 |
| Prices | pid | 3.60 | 11.03 | 16.70 | 0.30 | 0.91 | 1.38 |
| Prices | pg | 0.70 | 1.94 | 2.60 | 0.14 | 0.43 | 0.65 |
| Prices | pim | 0.27 | 0.82 | 1.24 | 4.52 | 14.00 | 21.44 |
| Employment | n | 2.33 | -0.13 | -2.54 | 0.31 | -0.11 | -0.97 |
| Employment | nf | 2.33 | -0.13 | -2.54 | 0.31 | -0.11 | -0.97 |
| Inequality | ydw | 2.07 | -0.44 | -2.92 | 0.27 | -0.09 | -0.88 |
| Inequality | ydc | 13.69 | 22.55 | 36.53 | 1.23 | -0.11 | -1.68 |
| Inequality | ineq | -23.95 | -43.96 | -67.67 | -2.22 | 0.04 | 1.88 |
| Inequality | shp | 6.94 | 13.54 | 22.50 | 0.61 | -0.01 | -0.51 |
| Inequality | shw | -3.98 | -7.76 | -12.89 | -0.35 | 0.01 | 0.29 |
| Debt.and.Wealth | lh | 1.52 | 4.25 | 6.08 | 0.19 | 0.55 | 9.50 |
| Debt.and.Wealth | lf | 19.16 | 38.85 | -1.79 | 0.69 | 2.09 | 2.19 |
| Debt.and.Wealth | v | 1.30 | 6.38 | 17.03 | 0.12 | 0.11 | -0.85 |
| Debt.and.Wealth | k | 0.23 | -1.49 | -8.30 | 0.03 | -0.01 | -0.88 |
| Debt.and.Wealth | b_s | -0.33 | 0.34 | -5.03 | -0.15 | 0.16 | 4.82 |
| Ecological | x_mat | 1.44 | -1.47 | -3.52 | 0.38 | -0.10 | -0.99 |
| Ecological | mat | 1.53 | -0.87 | -2.14 | 0.32 | -0.08 | -1.01 |
| Ecological | rec | 1.29 | -2.33 | -5.51 | 0.49 | -0.12 | -0.96 |
| Ecological | emis | 1.40 | -0.04 | 0.19 | 0.37 | -0.06 | -0.93 |
| Ecological | wa | 1.98 | -0.84 | -3.43 | 0.29 | -0.07 | -0.89 |
Shock Example 4: Higher Use of Circular Economy Inputs
Run Shock
This is a simple visualization of shock 4. Please note the new grammar to change initial values.
Using label, name, industry, type as id variables
Visualize Shocked Variables
Visualize Impacts
Summary Table
| Name | Variable | Immediate.Z1 | Short.Term.Z1 | Long.Term.Z1 | Immediate.Z2 | Short.Term.Z2 | Long.Term.Z2 |
|---|---|---|---|---|---|---|---|
| Economic | n | 1.08 | 0.63 | -0.18 | 0.15 | 0.07 | 0.00 |
| Economic | c | -1.09 | 0.02 | -0.05 | 0.07 | 0.07 | -0.02 |
| Economic | ineq | 7.83 | 2.23 | -4.70 | -0.68 | -0.56 | 0.03 |
| Economic | va | 1.92 | 0.87 | 0.14 | 0.23 | 0.14 | 0.03 |
| Economic | cab | -31.99 | -21.58 | 6.18 | -31.99 | -21.58 | 6.18 |
| Economic | nf | 1.08 | 0.63 | -0.18 | 0.15 | 0.07 | 0.00 |
| Economic | gdef | 1919.39 | 2494.16 | 5285.69 | -906.17 | 1630.81 | 9.09 |
| Economic | tb | -20.22 | -9.76 | 7.27 | -20.22 | -9.76 | 7.27 |
| Economic | go | 1.37 | 0.74 | -0.21 | 0.16 | 0.08 | 0.01 |
| Macroeconomic | c | -1.09 | 0.02 | -0.05 | 0.07 | 0.07 | -0.02 |
| Macroeconomic | rva | 2.46 | 0.96 | 0.14 | 0.20 | 0.14 | 0.03 |
| Macroeconomic | go | 1.37 | 0.74 | -0.21 | 0.16 | 0.08 | 0.01 |
| Macroeconomic | id | 11.68 | 4.09 | -0.68 | 0.11 | 0.06 | 0.01 |
| External | cab | -31.99 | -21.58 | 6.18 | -31.99 | -21.58 | 6.18 |
| External | gdef | 1919.39 | 2494.16 | 5285.69 | -906.17 | 1630.81 | 9.09 |
| External | tb | -20.22 | -9.76 | 7.27 | -20.22 | -9.76 | 7.27 |
| Social | n | 1.08 | 0.63 | -0.18 | 0.15 | 0.07 | 0.00 |
| Social | nf | 1.08 | 0.63 | -0.18 | 0.15 | 0.07 | 0.00 |
| Social | shp | -2.08 | -0.60 | 1.29 | 0.18 | 0.15 | -0.01 |
| Social | shw | 1.19 | 0.35 | -0.74 | -0.11 | -0.09 | 0.00 |
| Prices | pa | 0.85 | 0.25 | 0.45 | 0.08 | 0.06 | 0.04 |
| Prices | pid | 1.16 | 0.93 | 1.28 | 0.11 | 0.08 | 0.07 |
| Prices | pg | 0.74 | 0.32 | 0.27 | 0.06 | 0.04 | 0.03 |
| Prices | pim | 1.24 | 1.21 | 0.06 | 0.71 | 0.30 | 0.78 |
| Employment | n | 1.08 | 0.63 | -0.18 | 0.15 | 0.07 | 0.00 |
| Employment | nf | 1.08 | 0.63 | -0.18 | 0.15 | 0.07 | 0.00 |
| Inequality | ydw | 1.17 | 0.65 | -0.18 | 0.14 | 0.07 | 0.00 |
| Inequality | ydc | -2.10 | -0.30 | 1.86 | 0.43 | 0.31 | -0.01 |
| Inequality | ineq | 7.83 | 2.23 | -4.70 | -0.68 | -0.56 | 0.03 |
| Inequality | shp | -2.08 | -0.60 | 1.29 | 0.18 | 0.15 | -0.01 |
| Inequality | shw | 1.19 | 0.35 | -0.74 | -0.11 | -0.09 | 0.00 |
| Debt.and.Wealth | lh | 0.95 | 0.32 | 0.45 | 0.09 | 0.07 | 0.06 |
| Debt.and.Wealth | lf | 9.14 | 8.21 | 2.91 | 0.28 | 0.17 | 0.13 |
| Debt.and.Wealth | v | 0.14 | 0.25 | 0.74 | 0.08 | 0.17 | 0.08 |
| Debt.and.Wealth | k | 0.46 | 0.64 | -0.54 | 0.04 | 0.06 | 0.02 |
| Debt.and.Wealth | b_s | -0.39 | 0.84 | 2.10 | -0.11 | -0.23 | -0.37 |
| Ecological | x_mat | 3.06 | 1.53 | -0.35 | 0.24 | 0.11 | 0.00 |
| Ecological | mat | 2.60 | 1.21 | -0.28 | 0.24 | 0.10 | 0.00 |
| Ecological | rec | 3.71 | 2.00 | -0.46 | 0.23 | 0.13 | -0.01 |
| Ecological | emis | -0.11 | 0.20 | -0.09 | 0.18 | 0.08 | 0.01 |
| Ecological | wa | 1.42 | 0.76 | -0.21 | 0.17 | 0.08 | 0.01 |